Kilpatrick finished with 18 points overall for the Bearcats (21-2, 10-0 AAC), who needed a late surge to shake off the Bulls and remain unbeaten in conference play.
Justin Jackson helped out with 15 points.
South Florida (11-11, 2-7) was paced by Chris Perry with 13 points and seven rebounds.
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